{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:G733NEIXLUNGK7D6MX5OKHB4LV","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"dd7479b165d311868be66eb6800b2a2811671f171bab40e1171ab7994872948a","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2026-08-03T14:57:09Z","title_canon_sha256":"88ee9cb2e33b999ae3f15602234b1e43b29461311d6ebe63b64785286bfbec45"},"schema_version":"1.0","source":{"id":"2608.02341","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.02341","created_at":"2026-08-04T02:11:50Z"},{"alias_kind":"arxiv_version","alias_value":"2608.02341v1","created_at":"2026-08-04T02:11:50Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.02341","created_at":"2026-08-04T02:11:50Z"},{"alias_kind":"pith_short_12","alias_value":"G733NEIXLUNG","created_at":"2026-08-04T02:11:50Z"},{"alias_kind":"pith_short_16","alias_value":"G733NEIXLUNGK7D6","created_at":"2026-08-04T02:11:50Z"},{"alias_kind":"pith_short_8","alias_value":"G733NEIX","created_at":"2026-08-04T02:11:50Z"}],"graph_snapshots":[{"event_id":"sha256:901a2d4b3fa983429f0b2f048a9df82331883c566ca7b6ca225a41300fed370d","target":"graph","created_at":"2026-08-04T02:11:50Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2608.02341/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"LLM deployment is migrating from data centers to edge devices, where Mixture-of-Experts (MoE) models offer a promising path: sparse expert activation allows the model to be spread across multiple low-cost edge nodes. Distributed MoE inference repeatedly dispatches embeddings from one main node to many workers - a one-to-many pattern poorly served by the sequential unicasts of mainstream stacks (NCCL, TCP), yet naturally matched by UDP broadcast. We propose a UDP broadcast method for collaborative edge MoE inference, augmented with timeout-driven retransmission exploiting near deterministic lat","authors_text":"Liujianfu Wang, Shiqi Xu, Soung Chang Liew, Yuyang Du","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2026-08-03T14:57:09Z","title":"Broadcast Rate Limits in Wi-Fi: A Forgotten Bottleneck for Collaborative Edge LLM Inference"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.02341","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:43c49f607040ad9efc32919db74c1e60089f69bdc3b860ec116ee062a7335fab","target":"record","created_at":"2026-08-04T02:11:50Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"dd7479b165d311868be66eb6800b2a2811671f171bab40e1171ab7994872948a","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2026-08-03T14:57:09Z","title_canon_sha256":"88ee9cb2e33b999ae3f15602234b1e43b29461311d6ebe63b64785286bfbec45"},"schema_version":"1.0","source":{"id":"2608.02341","kind":"arxiv","version":1}},"canonical_sha256":"37f7b691175d1a657c7e65fae51c3c5d78f6d0ab6a93903ebbd1c51ce633fa31","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"37f7b691175d1a657c7e65fae51c3c5d78f6d0ab6a93903ebbd1c51ce633fa31","first_computed_at":"2026-08-04T02:11:50.870541Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-04T02:11:50.870541Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"QjvCRSpaP2e1yQ7lS9Q/Y3s2o8Xnro8+05d4sNj0s6sPIbS+z5LA9vu2qbRsXRmCRMr6F0WxSddCdh4AMli3Cg==","signature_status":"signed_v1","signed_at":"2026-08-04T02:11:50.872303Z","signed_message":"canonical_sha256_bytes"},"source_id":"2608.02341","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:43c49f607040ad9efc32919db74c1e60089f69bdc3b860ec116ee062a7335fab","sha256:901a2d4b3fa983429f0b2f048a9df82331883c566ca7b6ca225a41300fed370d"],"state_sha256":"974cdffcbf1c67f9aa566514d2f4a48bdd0eb8d0cdd1bae6fa281e8157f93d2e"}